| Airflow recovery from thoracic and abdominal movements using Synchrosqueezing Transform and Locally Stationary Gaussian Process Regression | Aug 11, 2020 | regressionTime Series | —Unverified | 0 |
| Community recovery in non-binary and temporal stochastic block models | Aug 11, 2020 | Stochastic Block ModelTime Series | CodeCode Available | 0 |
| Spatiotemporal Attention for Multivariate Time Series Prediction and Interpretation | Aug 11, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Automatic Remaining Useful Life Estimation Framework with Embedded Convolutional LSTM as the Backbone | Aug 10, 2020 | Bayesian OptimizationTime Series | —Unverified | 0 |
| A Deep Learning Approach for COVID-19 Trend Prediction | Aug 9, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Comparative Analysis of the Hidden Markov Model and LSTM: A Simulative Approach | Aug 9, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Analysis of Thai Capital Market Linkages: Part I. Bivariate Copula Approach | Aug 8, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Application of the Non-Hermitian Singular Spectrum Analysis to the exponential retrieval problem | Aug 8, 2020 | RetrievalTime Series | —Unverified | 0 |
| Deep Learning Based on Generative Adversarial and Convolutional Neural Networks for Financial Time Series Predictions | Aug 8, 2020 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Machine Learning Panel Data Regressions with Heavy-tailed Dependent Data: Theory and Application | Aug 8, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 |
| k-means on Positive Definite Matrices, and an Application to Clustering in Radar Image Sequences | Aug 8, 2020 | ClusteringTime Series | CodeCode Available | 0 |
| COVID-19 mortality analysis from soft-data multivariate curve regression and machine learning | Aug 7, 2020 | BIG-bench Machine LearningDensity Estimation | —Unverified | 0 |
| From the logistic-sigmoid to nlogistic-sigmoid: modelling the COVID-19 pandemic growth | Aug 6, 2020 | COVID-19 ModellingTime Series | CodeCode Available | 0 |
| Modeling of time series using random forests: theoretical developments | Aug 6, 2020 | regressionTime Series | —Unverified | 0 |
| Forecasting Photovoltaic Power Production using a Deep Learning Sequence to Sequence Model with Attention | Aug 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation | Aug 6, 2020 | Data AugmentationDynamic Time Warping | —Unverified | 0 |
| Remote atrial fibrillation burden estimation using deep recurrent neural network | Aug 5, 2020 | Electrocardiography (ECG)Prognosis | —Unverified | 0 |
| A Causal-based Framework for Multimodal Multivariate Time Series Validation Enhanced by Unsupervised Deep Learning as an Enabler for Industry 4.0 | Aug 5, 2020 | Anomaly DetectionCausal Discovery | —Unverified | 0 |
| Central object segmentation by deep learning for fruits and other roundish objects | Aug 4, 2020 | Image SegmentationPosition | CodeCode Available | 0 |
| Ubicomp Digital 2020 -- Handwriting classification using a convolutional recurrent network | Aug 3, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation | Aug 3, 2020 | Autonomous DrivingClustering | CodeCode Available | 0 |
| Principles and Algorithms for Forecasting Groups of Time Series: Locality and Globality | Aug 2, 2020 | Generalization BoundsTime Series | CodeCode Available | 1 |
| A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction | Aug 2, 2020 | Contrastive LearningDimensionality Reduction | —Unverified | 0 |
| Score-informed Networks for Music Performance Assessment | Aug 1, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| DeepCOVIDNet: An Interpretable Deep Learning Model for Predictive Surveillance of COVID-19 Using Heterogeneous Features and their Interactions | Jul 31, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |